Edge computing technology enablers: A systematic lecture study

S Douch, MR Abid, K Zine-Dine, D Bouzidi… - IEEE …, 2022 - ieeexplore.ieee.org
With the increasing stringent QoS constraints (eg, latency, bandwidth, jitter) imposed by
novel applications (eg, e-Health, autonomous vehicles, smart cities, etc.), as well as the …

FIFO queues are all you need for cache eviction

J Yang, Y Zhang, Z Qiu, Y Yue, R Vinayak - Proceedings of the 29th …, 2023 - dl.acm.org
As a cache eviction algorithm, FIFO has a lot of attractive properties, such as simplicity,
speed, scalability, and flash-friendliness. The most prominent criticism of FIFO is its low …

{GL-Cache}: Group-level learning for efficient and high-performance caching

J Yang, Z Mao, Y Yue, KV Rashmi - 21st USENIX Conference on File …, 2023 - usenix.org
Web applications rely heavily on software caches to achieve low-latency, high-throughput
services. To adapt to changing workloads, three types of learned caches (learned evictions) …

Many-objective optimization based-content popularity prediction for cache-assisted cloud-edge-end collaborative iot networks

Z Hu, C Fang, Z Wang, SM Tseng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
With the advancement of mobile communication technology, there has been a marked
increase in the demand for personalized and ubiquitous Internet of Things (IoT) services …

DQN-enabled content caching and quantum ant colony-based computation offloading in MEC

C Li, Y Zhang, Y Luo - Applied Soft Computing, 2023 - Elsevier
Computation-intensive and time-delay-sensitive tasks show explosive growth, which makes
mobile user devices put forward higher requirements for such tasks. Mobile user devices are …

Cocktail edge caching: Ride dynamic trends of content popularity with ensemble learning

T Zong, C Li, Y Lei, G Li, H Cao… - IEEE/ACM Transactions …, 2022 - ieeexplore.ieee.org
Edge caching will play a critical role in facilitating the emerging content-rich applications.
However, it faces many new challenges, in particular, the highly dynamic content popularity …

Learning from optimal caching for content delivery

G Yan, J Li, D Towsley - … of the 17th International Conference on …, 2021 - dl.acm.org
Content delivery networks (CDNs) distribute much of today's Internet traffic by caching and
serving users' contents requested. A major goal of a CDN is to improve hit probabilities of its …

[HTML][HTML] A survey of deep learning for data caching in edge network

Y Wang, V Friderikos - Informatics, 2020 - mdpi.com
The concept of edge caching provision in emerging 5G and beyond mobile networks is a
promising method to deal both with the traffic congestion problem in the core network, as …

Mobility-aware proactive edge caching for large files in the internet of vehicles

G Yu, Y He, J Wu, Z Chen, J Pan - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
By shifting the requested content to the edge in the Internet of Vehicles (IoV), edge caching
is expected to be an effective solution to satisfy the low latency and high-reliability …

Towards latency awareness for content delivery network caching

G Yan, J Li - 2022 USENIX Annual Technical Conference (USENIX …, 2022 - usenix.org
Caches are pervasively used in content delivery networks (CDNs) to serve requests close to
users and thus reduce content access latency. However, designing latency-optimal caches …